The 17-year-old boys were arrested by the federal-state Joint Counter-Terrorism Team in suburban Bankstown and there was no continuing threat to the community, police said.
Nine Network television said the boys were arrested as they planned to attack a police station.
New South Wales state police headquarters in western Sydney was renamed the Curtis Cheng Center two weeks ago in honor of a civilian employee who was fatally shot as he left the building a year ago by a 15-year-old extremist.
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